Data Analytics Using Python
Learn Path Description
Develop practical data analytics skills using Python Do you want to get started with advanced analytics and learn how to leverage Python? As businesses increasingly rely on technology to carry out complex mathematical calculations, data professionals need strong quantitative skills and a high-level understanding of the models used and how they can be employed to solve challenges. This ExpertTrack will help you to progress your career in data analytics using Python; a programming language that allows you to work quickly and integrate systems effectively. Learn how to collect, manipulate, and organize data In order to be valuable, the data produced by an organization must be organized and structured in a way that can be analyzed to draw conclusions. You’ll learn the importance of collecting, organizing and manipulating large amounts of data using databases and other technologies. Explore the data applications of Python This series of courses will teach you how to develop and utilize critical elements of Python, and demonstrate data ingestion using Python and various data types and sources. By the end of this ExpertTrack, you’ll have a deeper understanding of working with data and analytics, and a foundational knowledge of Python. Expand your career options in the data industry and beyond The global big data industry is worth over $100 billion and is set to almost double by 2025, providing a huge number of lucrative and rewarding career options around the world. But, data skills are in demand across almost every industry. According to PWC, finance, insurance, healthcare, manufacturing, professional services, and retail trade all have high demand for data-driven decision makers, functional analysts, data engineers, and data analysts. Combining an understanding of data analysis with coding abilities is another way to stand out as a candidate and boost your long-term career prospects. Industry statistics Median base salary£45,000UK job openings/month 1,724Source: Glassdoor's Best Jobs (2020)
Skills You Will Gain
Courses In This Learning Path
Total Duration
4 weeks
Level
Intermediate
Learn Type
Certifications
Data Analytics and Python Fundamentals
Are you looking to increase the value of your organization's data? First, organize and structure it for analysis. Data analysts will need to use databases and other technologies in order to efficiently collect, organize and manipulate the data.
This course will teach you how to use Python programming language to analyze data and perform data modelling.
This course will compare advanced and data analytics. It will also discuss the basics of statistics and how it is applied in data analytics.
You will learn many different techniques to manipulate data. Your approach can be adjusted to suit your subject, circumstance, and time.
Additionally, you will learn Python to support data wrangling.
You'll be able to apply for jobs in a variety of industries by consolidating your knowledge through real-world examples and theory.
This course will enhance your understanding of data analysis and help you to build your Python skills.
After completing ExpertTrack, your knowledge and confidence will allow you to use your skills in a real-world setting.
You can see some of the steps in this course before you sign up.
Total Duration
4 weeks
Level
Intermediate
Learn Type
Certifications
Python Packages: NumPy and Pandas Dataframe
This informative course was created in collaboration avec Github. It will help you to understand data analysis and learn more about Python programming.
After an introduction to Python basics, this course will make you more confident in using Python.
You will gain confidence in using Module, Packages and Libraries, and Python's Date Time data, Numpy and Pandas package.
In order to further analyze the data, you will practice ingestion from different data sources and data types using Python. This can be made faster and easier by adding Python programming to your existing skills. You will gain efficiency and new ways of manipulating the data.
You will be able demonstrate how Python functions can be used in different ways by the end of this course.
Total Duration
4 weeks
Level
Beginner
Learn Type
Certifications
Data Wrangling and Ingestion using Python
This course is designed to help you improve your data analysis skills using Python. It is a follow-up to the Data Analytics Using Python ExpertTrack and aims to give you a deeper understanding of the potential of Python in data manipulation and analysis. Throughout the course, you will learn how to insulate data using Python, as well as how to show transformations in Python. The basics of SQL will also be covered, including how it can be used for various data analysis operations.
By the end of the course, you will be able to create database tables using the data definition language, add data records using the data manipulation language, and perform queries on database tables. You will also gain skills in data processing activities using data query and data manipulation languages.
If you are considering signing up for this course, you can preview some of the steps involved before committing. This course is ideal for anyone looking to enhance their data analysis skills and streamline their analysis process. A solid understanding of Python can greatly benefit your career and make your data manipulation and analysis much more efficient.
Overall, this course offers a comprehensive exploration of Python's role in data analytics and provides practical knowledge that can be applied immediately in your work. Whether you are new to Python or have some experience with it, this course will help you take your data analysis skills to the next level.
